Update README.md
Browse files
README.md
CHANGED
@@ -1,72 +1,12 @@
|
|
1 |
-
---
|
2 |
license: mit
|
3 |
-
|
4 |
-
-
|
5 |
-
|
6 |
-
|
7 |
-
|
8 |
-
|
9 |
-
|
10 |
-
|
11 |
-
|
12 |
-
|
13 |
-
|
14 |
-
|
15 |
-
# m2m100_418M-finetuned-ko-to-en4
|
16 |
-
|
17 |
-
This model is a fine-tuned version of [facebook/m2m100_418M](https://huggingface.co/facebook/m2m100_418M) on the None dataset.
|
18 |
-
It achieves the following results on the evaluation set:
|
19 |
-
- Loss: 0.4598
|
20 |
-
- Bleu: 85.3745
|
21 |
-
- Gen Len: 9.7522
|
22 |
-
|
23 |
-
## Model description
|
24 |
-
|
25 |
-
More information needed
|
26 |
-
|
27 |
-
## Intended uses & limitations
|
28 |
-
|
29 |
-
More information needed
|
30 |
-
|
31 |
-
## Training and evaluation data
|
32 |
-
|
33 |
-
More information needed
|
34 |
-
|
35 |
-
## Training procedure
|
36 |
-
|
37 |
-
### Training hyperparameters
|
38 |
-
|
39 |
-
The following hyperparameters were used during training:
|
40 |
-
- learning_rate: 0.001
|
41 |
-
- train_batch_size: 4
|
42 |
-
- eval_batch_size: 4
|
43 |
-
- seed: 42
|
44 |
-
- gradient_accumulation_steps: 256
|
45 |
-
- total_train_batch_size: 1024
|
46 |
-
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
47 |
-
- lr_scheduler_type: linear
|
48 |
-
- num_epochs: 10
|
49 |
-
- mixed_precision_training: Native AMP
|
50 |
-
|
51 |
-
### Training results
|
52 |
-
|
53 |
-
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|
54 |
-
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
|
55 |
-
| No log | 1.0 | 105 | 1.8667 | 24.5072 | 9.523 |
|
56 |
-
| No log | 2.0 | 210 | 0.8581 | 57.9973 | 9.2779 |
|
57 |
-
| No log | 3.0 | 315 | 0.6587 | 69.4588 | 9.7399 |
|
58 |
-
| No log | 4.0 | 420 | 0.5762 | 74.5636 | 9.6775 |
|
59 |
-
| 1.4539 | 5.0 | 525 | 0.5254 | 78.8897 | 9.6946 |
|
60 |
-
| 1.4539 | 6.0 | 630 | 0.4952 | 81.0054 | 9.7073 |
|
61 |
-
| 1.4539 | 7.0 | 735 | 0.4773 | 83.0792 | 9.7233 |
|
62 |
-
| 1.4539 | 8.0 | 840 | 0.4669 | 84.4309 | 9.7429 |
|
63 |
-
| 1.4539 | 9.0 | 945 | 0.4616 | 85.0965 | 9.749 |
|
64 |
-
| 0.144 | 10.0 | 1050 | 0.4598 | 85.3745 | 9.7522 |
|
65 |
-
|
66 |
-
|
67 |
-
### Framework versions
|
68 |
-
|
69 |
-
- Transformers 4.18.0
|
70 |
-
- Pytorch 1.11.0+cu113
|
71 |
-
- Datasets 2.1.0
|
72 |
-
- Tokenizers 0.12.1
|
|
|
|
|
1 |
license: mit
|
2 |
+
language:
|
3 |
+
- ru
|
4 |
+
- kbd
|
5 |
+
widget:
|
6 |
+
- text: "Я иду домой."
|
7 |
+
example_title: "Я иду домой."
|
8 |
+
- text: "Дети играют во дворе."
|
9 |
+
example_title: "Дети играют во дворе."
|
10 |
+
- text: "Сколько тебе лет?"
|
11 |
+
example_title: "Сколько тебе лет?"
|
12 |
+
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|